Real ChatGPT answer · index seedTADPRlzkpT4completeMarketing and advertising · AI search and generative engine optimizationhowto
What are the best practices for structuring my local service pages so that generative AI engines easily pull our business details into their conversational answers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices for structuring my local service pages so that generative AI engines easily pull our business details into their conversational answers?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
generative engine optimization local business service pages structured data local SEO AI search best practices 2026 Google ↗
Google Search Central structured data LocalBusiness guidelines helpful content local business pages AI Overviews Google ↗
- Schema.org Validator · validator.schema.org
- Google Rich Results Test · search.google.com
- Google Search Console · search.google.com
- Local Business (LocalBusiness) Structured Data | Google Search Central | Documentation | Google for Developers · developers.google.com
- General Structured Data Guidelines | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Visit · chatgpt.com
- Visit · gemini.google.com
- Visit · perplexity.ai
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
generative engine optimization local business service pages structured data local SEO AI search best practices 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Google Search Central structured data LocalBusiness guidelines helpful content local business pages AI Overviews OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |